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A general approach to evaluating agreement between two observers or methods of measurement from quantitative data with replicated measurements.一种用于评估来自具有重复测量的定量数据的两个观察者或测量方法之间一致性的通用方法。
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2
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J Biopharm Stat. 2007;17(4):757-66. doi: 10.1080/10543400701329547.
3
Comparison of concordance correlation coefficient and coefficient of individual agreement in assessing agreement.一致性相关系数与个体一致性系数在评估一致性方面的比较。
J Biopharm Stat. 2007;17(4):721-38. doi: 10.1080/10543400701329497.
4
Assessing individual agreement.评估个体一致性。
J Biopharm Stat. 2007;17(4):697-719. doi: 10.1080/10543400701329489.
5
Resampling dependent concordance correlation coefficients.重采样相关的一致性相关系数。
J Biopharm Stat. 2007;17(4):685-96. doi: 10.1080/10543400701329471.
6
An overview on assessing agreement with continuous measurements.关于评估连续测量一致性的概述。
J Biopharm Stat. 2007;17(4):529-69. doi: 10.1080/10543400701376480.
7
Coefficients of agreement for fixed observers.固定观察者的一致性系数。
Stat Methods Med Res. 2006 Jun;15(3):255-71. doi: 10.1191/0962280206sm441oa.
8
Assessing the agreement between two quantitative assays with repeated measurements.评估两种具有重复测量的定量检测方法之间的一致性。
J Biopharm Stat. 2004 Feb;14(1):201-12. doi: 10.1081/BIP-120028515.
9
Overall concordance correlation coefficient for evaluating agreement among multiple observers.用于评估多个观察者之间一致性的总体一致性相关系数。
Biometrics. 2002 Dec;58(4):1020-7. doi: 10.1111/j.0006-341x.2002.01020.x.
10
Modeling concordance correlation via GEE to evaluate reproducibility.通过广义估计方程(GEE)对一致性相关性进行建模以评估可重复性。
Biometrics. 2001 Sep;57(3):931-40. doi: 10.1111/j.0006-341x.2001.00931.x.

使用 SAS 和 R 估算定量和二分类数据的个体一致性系数(CIAs)。

Estimation of coefficients of individual agreement (CIAs) for quantitative and binary data using SAS and R.

机构信息

Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA 30322, United States.

出版信息

Comput Methods Programs Biomed. 2010 May;98(2):214-9. doi: 10.1016/j.cmpb.2009.12.002. Epub 2010 Jan 15.

DOI:10.1016/j.cmpb.2009.12.002
PMID:20079947
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2856751/
Abstract

The coefficients of individual agreement (CIAs), which are based on the ratio of the intra- and inter-observer disagreement, provide a general approach for evaluating agreement between two fixed methods of measurements or human observers. In this paper, programs in both SAS and R are presented for estimation of the CIAs between two observers with quantitative or binary measurements. A detailed illustration of the computations, macro variable definitions, input and output for the SAS and R programs are also included in the text. The programs provide estimations of CIAs, their standard errors as well as confidence intervals, for the cases with or without a reference method. Data from a carotid stenosis screening study is used as an example of quantitative measurements. Data from a study involving the evaluation of mammograms by ten radiologists is used to illustrate a binary data example.

摘要

个体一致性系数(CIA)基于观察者内和观察者间差异的比率,为评估两种固定测量方法或人类观察者之间的一致性提供了一种通用方法。本文介绍了使用 SAS 和 R 程序估计具有定量或二分类测量的两个观察者之间的 CIA 的方法。本文还包括了计算、宏变量定义、SAS 和 R 程序的输入和输出的详细说明。这些程序提供了有或没有参考方法的情况下 CIA 的估计值及其标准误差和置信区间。颈动脉狭窄筛查研究的数据被用作定量测量的示例。涉及十位放射科医生评估乳房 X 光片的研究的数据用于说明二分类数据示例。